Make Automations
Build Make scenarios with routers, filters, webhooks, API calls, error handling, scheduling, data transformation, and multi-step workflows.
Make n8n Zapier automation expert
Make, n8n & Zapier Automation Expert
Build reliable automations that connect your business tools, reduce manual work, and support real operations.
I design, build, improve, and maintain workflow automations using Make, n8n, Zapier, APIs, webhooks, AI, and custom logic. The goal is to create practical systems that save time, reduce errors, and make your existing tools work better together.
Make automation expertn8n automation expertZapier automation expertAPI automation
WORKFLOW FIRST
Automation Built Around the Workflow, Not the Tool
Make, n8n, and Zapier are powerful platforms, but the platform is not the strategy.
A useful automation starts with the business process: what triggers the workflow, which data is required, what decisions need to happen, what can be automated, and where a human should review the output.
I help choose the right setup for the workflow instead of forcing every automation into the same tool.
SERVICES
What I Can Build
n8n Automations
Build flexible n8n workflows with custom logic, API integrations, self-hosted or cloud setups, AI nodes, and advanced workflow control.
Zapier Automations
Build simple and reliable Zapier workflows for common business tasks, app connections, notifications, and lightweight automation.
API and Webhook Integrations
Connect tools that do not have native integrations using APIs, webhooks, authentication, custom requests, and structured data handling.
AI Workflow Automation
Add AI to classify, summarize, extract, draft, score, route, or enrich information inside business workflows.
Automation Maintenance
Review, debug, simplify, document, and improve existing workflows that are unreliable or difficult to maintain.
USE CASES
Common Automation Use Cases
›Lead capture and follow-up
›CRM contact, deal, and task creation
›Form submission routing
›Email and Slack notifications
›Quote follow-up automation
›Client onboarding workflows
›Meeting notes to CRM updates
›AI email drafting and summarization
›Document and attachment processing
›Data enrichment and validation
›Reporting and weekly summaries
›Ecommerce order workflows
›Payment and invoice notifications
›Internal approval workflows
›Database and spreadsheet synchronization
PLATFORM CHOICE
Make vs n8n vs Zapier
The best automation platform depends on the workflow, budget, technical needs, and long-term maintenance requirements.
Make
Good for visual workflow automation, multi-step scenarios, routers, filters, API modules, and operations teams that need flexibility without heavy custom development.
n8n
Good for technical workflows, custom logic, API-heavy integrations, self-hosting options, AI workflows, and cases where more control is needed.
Zapier
Good for simpler app-to-app automations, quick business workflows, common integrations, and teams that want ease of use over deep customization.
Many businesses use more than one platform. The right choice depends on the process, not the trend.
CUSTOM LOGIC
When Custom Code Is Needed
No-code and low-code tools are useful, but not every workflow should be built entirely inside an automation platform.
The best setup is often hybrid: automation platform for orchestration, custom code for the parts that need precision.
›Complex data transformation
›Advanced API handling
›Custom authentication
›Large data processing
›Database operations
›Better performance
›Reusable logic
›More control over errors and retries
AI WORKFLOWS
AI Inside Make, n8n, and Zapier Workflows
AI can be added to automation workflows where text, documents, decisions, or classification are involved.
The goal is not to add AI everywhere. The goal is to use AI where it improves the workflow.
›Classifying incoming leads
›Summarizing emails
›Extracting data from documents
›Drafting replies
›Scoring lead quality
›Routing support requests
›Turning meeting notes into tasks
›Creating structured outputs from messy text
Human-in-the-loop automation
Human-in-the-Loop Automation
Some automations should run fully in the background. Others should prepare work for human review.
Human-in-the-loop automation is useful when the workflow involves outbound messages, high-value leads, quotes, sensitive information, or business-critical decisions.
Automation prepares the workAI structures or drafts the outputHumans approve important actions
BUILD PROCESS
How the Automation Is Built
Workflow Audit
Review your current tools, repetitive tasks, bottlenecks, manual steps, and desired outcome.
Process Mapping
Define triggers, actions, conditions, filters, required fields, edge cases, and approval points.
Platform Selection
Choose the right setup using Make, n8n, Zapier, APIs, webhooks, AI, databases, or custom code.
Workflow Build
Build the automation with clear logic, structured data handling, and maintainable workflow design.
Testing and Error Handling
Test with real examples, missing data, duplicates, failed API calls, and unexpected inputs.
Launch and Documentation
Launch the workflow, monitor the first runs, document how it works, and define how it should be maintained.
EXAMPLES
Example Automation Workflows
Lead Routing Workflow
A new lead arrives from a form or chatbot. The workflow validates data, classifies the request, creates a CRM record, and notifies the right person.
CRM Follow-Up Workflow
A deal changes stage or becomes inactive. The workflow creates a follow-up task, drafts a message, and alerts the team.
Document Processing Workflow
An email attachment is received. The workflow extracts information, checks required fields, and sends the result to a CRM, spreadsheet, or database.
Client Onboarding Workflow
A new client is marked as won. The workflow creates folders, sends emails, creates project tasks, and notifies the team.
Weekly Reporting Workflow
Data is collected from multiple tools, summarized, and sent as a weekly email, Slack message, Notion page, or dashboard update.
INTEGRATIONS
Platforms and Integrations
Automation becomes valuable when it connects the tools where your business already works.
Maken8nZapierOpenAIClaudeGeminiHubSpotGoHighLevelPipedriveAttioAirtableNotionGoogle WorkspaceMicrosoft 365SlackWooCommerceWordPressXeroCalendlyStripePostgreSQLMySQLcustom APIswebhooks
The exact stack depends on the workflow. The goal is not to use every tool. The goal is to create a reliable system that fits your business process.
DELIVERABLES
What You Get
✓Automation audit and workflow mapping
✓Make scenario builds
✓n8n workflow builds
✓Zapier workflow builds
✓API and webhook integrations
✓AI classification, summarization, extraction, or drafting
✓CRM, email, calendar, Slack, database, or spreadsheet connections
✓Error handling and fallback logic
✓Human approval steps where needed
✓Workflow testing with real scenarios
✓Documentation for your team
✓Launch support
✓Existing automation review and cleanup
GOOD FIT
This Is a Good Fit If
✓Your team repeats the same manual tasks every week
✓You use several tools that do not work well together
✓You need Make, n8n, Zapier, API, or webhook expertise
✓You want AI added to real workflows
✓You need an automation fixed, rebuilt, or simplified
✓You want a practical MVP before building a larger system
NOT A GOOD FIT
This May Not Be Right If
×The process is unclear and no one can define the desired output
×You want automation without testing or maintenance
×You expect a no-code tool to solve every edge case
×You want sensitive actions fully automated with no review
×You are looking for a demo instead of a reliable business workflow
Reliable automation needs clear process logic, good data, error handling, and realistic expectations.
RELATED SERVICES
Explore Related Automation Services
Workflow Automation
Plan and build end-to-end workflow automation systems for sales, operations, support, and reporting.
AI Chatbot Development
Use chat interfaces to answer questions, qualify leads, and trigger automations from conversations.
AI Agent Development
Build AI agents that use tools, retrieve context, prepare outputs, and support multi-step workflows.
Return to the homepage or book an automation audit to discuss your workflow.
FAQ
Frequently Asked Questions
Do you work with Make, n8n, and Zapier?
Yes. I work with Make, n8n, Zapier, APIs, webhooks, AI tools, CRMs, databases, and custom code depending on the workflow.
Which platform is best for my business?
It depends on the workflow. Make is strong for visual multi-step workflows, n8n is useful for more technical and flexible workflows, and Zapier is good for simpler app-to-app automations.
Can you fix an existing automation?
Yes. I can review, debug, simplify, document, or rebuild workflows that are unreliable, too complex, or difficult to maintain.
Can you connect tools that do not have native integrations?
Yes. Many tools can be connected through APIs, webhooks, custom requests, or lightweight custom code.
Can you add AI to Make, n8n, or Zapier workflows?
Yes. AI can be used for classification, summarization, extraction, drafting, routing, scoring, and turning unstructured information into structured data.
Do automations need maintenance?
Yes. APIs change, business processes change, and edge cases appear. Good automations should include error handling, documentation, and a clear maintenance approach.
Can workflows include human approval?
Yes. Human approval is useful for outbound emails, quotes, high-value leads, sensitive requests, and business-critical decisions.
BOOK AN AUDIT
Build Automations Your Team Can Trust
The best automation is not the most complicated one. It is the workflow that saves time, reduces mistakes, and fits how your business actually works.
Start with an automation audit and identify the highest-value workflow to build, improve, or simplify first.
Book an Automation Audit